BMIE Market 45237
Hamilton County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 20,903 2020–2024 ACS 5-year estimate ±1,554 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 10,209 2020–2024 ACS 5-year estimate ±682 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B11001_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Population, 2010 Census count | 20,021 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 10,349 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $44,913 2020–2024 ACS 5-year estimate ±4,004 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 40.5 2020–2024 ACS 5-year estimate ±3 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01002_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median gross rent | $902 2020–2024 ACS 5-year estimate ±59 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25064_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median home value | $170,600 2020–2024 ACS 5-year estimate ±16,728 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 6.1 sq mi Census Gazetteer 2020 |
| Restaurants | 12 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45237 |
| Restaurants per 10,000 residents | 7.0 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +9.1% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | -7.7% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | -40.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | -68.4% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 9 (range 7–12) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.3 per year, r² 0.35) · 80% range · confidence Low · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 48 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 54 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 47 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 41 / 100 MODELED · market_momentum_score v1 · confidence High · why? |
Map
Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.Trends
Historical lines are published counts. Dashed lines are derived: a least-squares trend through the last decade, extended as a FORECAST with its 80% range. Momentum, not a guarantee.
Restaurants by year, with trend and projection
ZIP Code Business Patterns, USPS ZIP 45237. Projection: linear trend v1, fitted 2013–2023, -0.3 restaurants per year, r² 0.35, confidence Low.Growth index (first year on file = 100)
Each category relative to its own first published count. Full/limited split is unavailable under SIC (before 1998).Mix of the food-service market
Share of all food-service establishments. "Other" = snack bars, caterers, contractors, mobile.Population and restaurants per 10,000 residents
Population points: 2010 Census count and ACS 5-year estimates on file (more vintages load over time). Density uses the population point within two years of each restaurant count. Population projection appears once three or more ACS years are loaded.Restaurant growth vs. Ohio and U.S. averages
Averages are the mean growth across all ZCTAs with the figure (state n = 989, U.S. n = 24,852). DERIVED from ZIP Code Business Patterns.Why these scores?
Each score is a weighted average of national percentile ranks (0 = lowest of all ZCTAs with that figure, 100 = highest). Weights are set in the model registry, not in code, and every score carries its model version.
BMIE Market Score: 48 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 53.9 | 54 | 40% | +21.6 |
| Restaurant Opportunity Score | 47.5 | 47 | 35% | +16.6 |
| Market Momentum Score | 40.6 | 41 | 25% | +10.2 |
Consumer Market Score: 54 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 20,903 | 82 | 40% | +32.9 |
| Median household income (ACS) | 44,913 | 10 | 40% | +3.9 |
| Households (ACS) | 10,209 | 86 | 20% | +17.2 |
Restaurant Opportunity Score: 47 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | -7.7 | 20 | 35% | +6.9 |
| Restaurants per 10,000 residents (lower = more room) | 5.7 | 89 | 25% | +22.3 |
| Population (ACS) | 20,903 | 82 | 20% | +16.4 |
| Median household income (ACS) | 44,913 | 10 | 20% | +1.9 |
Market Momentum Score: 41 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 9.1 | 66 | 50% | +33.2 |
| 10-year restaurant growth | -7.7 | 20 | 30% | +5.9 |
| 20-year restaurant growth | -40 | 7 | 20% | +1.5 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (58)
By cuisine
American 12 · Coffee 7 · Cajun, Creole, Southern 6 · Chicken / wings 5 · Bakery 3 · BBQ 3 · Seafood 3 · Pizza 2 · Asian 1 · Breakfast 1 · Burgers 1 · Caribbean 1 · Cuban 1 · Dessert 1 · Halal / kosher 1 · Healthy / salads / bowls 1 · Ice cream / frozen desserts 1 · Indian 1 · Italian 1 · Japanese 1 · Mexican 1 · Sandwiches 1 · Steakhouse 1 · Vegan 1 · Vegetarian 1 · Vietnamese 1
By type
Restaurant (service type not stated) 34 · Bar 11 · Quick service 11 · Café 5 · Coffee shop 4 · Bakery 3 · Casual dining 3 · Dessert 3 · Food truck 2 · Other 2
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| 125 Lounge | Bar | 8020 Reading Rd | open | |
| Amma's Kitchen | Restaurant (service type not stated) | Indian | 7633 Reading Rd | open |
| Baby Vegan Cafe | Restaurant (service type not stated) | Vegan | 7357 Brookcrest Dr | open |
| Bigg's Place | Dessert · Coffee shop | Coffee | 1337 California Ave | open |
| BIGGBY COFFEE Biggby | Coffee shop · Restaurant (service type not stated) · Café | Coffee | 7008 Reading Rd | open |
| Bond Hill Cafe | Bar · Café | Coffee · American | 1325 California Ave | open |
| Brownstone Coffee Lounge & Liquor Bar | Bar | 7733 Reading Rd | open | |
| Brunch De Lux | Restaurant (service type not stated) · Café | Breakfast · Coffee | 1241 California Ave | open |
| Burger King | Quick service | 8398 Reading Rd | open | |
| Cali Bar & Grill Lounge | Casual dining · Bar | 1227 California Ave | open | |
| Captain D's Captain D's | Quick service | Seafood · American | 7000 Reading Rd | open |
| Carrousel Keyer Tobacco Shoppe | Bar · Restaurant (service type not stated) | 8001 Reading Rd | open | |
| Cheeaters Eatery | Quick service · Restaurant (service type not stated) | American | 1671 Anita Pl | open |
| Cheesecake Factory at Kenwood Town Center Cheesecake Miami | Quick service · Bakery | American · Bakery | open | |
| Cincinnati Dinner Train | Restaurant (service type not stated) | American | 2172 E Seymour Ave | open |
| Coffee Break Roasting Co | Coffee shop | Coffee | 1940 Losantiville Ave | open |
| Davis Cookie Collection | Bakery | Bakery | 4926 Reading Rd | open |
| Demetrios V | Restaurant (service type not stated) | American | 2132 Losantiville Ave | open |
| Devine Manor Adult Lounge | Bar | 1702 California Ave | open | |
| Drip Coffee Bond Hill | Coffee shop · Café | Coffee | 4930 Reading Rd | open |
| El sazón de Doña Iris | Restaurant (service type not stated) | Cuban | 2198 Losantiville Ave | open |
| Express Wings | Restaurant (service type not stated) | Chicken / wings | 7625 Reading Rd | open |
| Funnel Cake Island | Restaurant (service type not stated) | 5000 Reading Rd | open | |
| Just Cookin BBQ | Restaurant (service type not stated) | BBQ · Cajun, Creole, Southern | 1144 California Ave | open |
| K J's Fish House Hook fish and chicken bond hill/price hill | Restaurant (service type not stated) · Quick service | Chicken / wings · Seafood | 5000 Reading Rd | open |
| K&j Seafood | Restaurant (service type not stated) | Seafood | 4928 Reading Rd | open |
| Kosher Certification Company | Restaurant (service type not stated) | Halal / kosher | 2495 Twigwood Ln | open |
| LaRosa's Pizza Roselawn LaRosa's Pizzeria | Restaurant (service type not stated) | Pizza · Italian | 7617 Reading Rd | open |
| Mama Jo's Soul Eatery | Restaurant (service type not stated) | American · Cajun, Creole, Southern | 2132 Losantiville Ave | open |
| McDonald's McDonald's | Quick service · Restaurant (service type not stated) | Burgers | 7142 Reading Rd | open |
| New York Style Pizza | Restaurant (service type not stated) | Pizza | 4927 Reading Rd | open |
| No Pork On My Fork Llc | Restaurant (service type not stated) | 1669 California Ave | open | |
| Pepsi Beverages Co | Restaurant (service type not stated) · Other | 2121 Sunnybrook Dr | open | |
| Phoenix Floor Service | Restaurant (service type not stated) | American | 5427 Laconia Ave | open |
| Ponderosa Steakhouse | Restaurant (service type not stated) | Steakhouse | 7727 Reading Rd | open |
| Popeyes Popeyes Louisiana Kitchen | Quick service | Chicken / wings · Cajun, Creole, Southern | 7131 Reading Rd | open |
| Richie's Restaurant | Restaurant (service type not stated) | Chicken / wings | 4871 Reading Rd | open |
| Scottini's Sports Bar And Grille | Bar | 7604 Reading Rd | open | |
| Song Long Restaurant | Restaurant (service type not stated) | Vietnamese | 1737 Section Rd | open |
| Sonji's Food Truck | Restaurant (service type not stated) · Quick service | 1819 Avonlea Ave | open | |
| Sonny's Cafe | Café · Bar | Coffee · American | 1227 California Ave | open |
| Subway | Other | Sandwiches | 8398 Reading Rd | open |
| Sugar Darlin's Sweets & Such | Bakery · Dessert | Bakery · Dessert | 5400 Reading Rd | open |
| Sweeneys Seafood House | Restaurant (service type not stated) | 8372 Reading Rd | open | |
| Taco Bell Taco Bell | Quick service | Mexican | 1810 E Seymour Ave | open |
| The Dukesters Restaurant & Catering | Restaurant (service type not stated) | Cajun, Creole, Southern · American | 7733 Reading Rd | open |
| The Lounge Bar & Restaurant | Bar · Casual dining | Cajun, Creole, Southern | 7990 Reading Rd | open |
| The Works Food Truck | Quick service · Restaurant (service type not stated) · Food truck | 7821 Reading Rd | open | |
| Topped Fries | Restaurant (service type not stated) | 1669 California Ave | open | |
| United Dairy Farmers (UDF) | Dessert | Ice cream / frozen desserts | 2151 Losantiville Ave | open |
| Vegan Treats Meats And Eats - TME | Food truck | Vegetarian · Healthy / salads / bowls | 8020 Reading Rd | open |
| Vitos Bar | Bar | 7733 Reading Rd | open | |
| VYBEZ Hookah Bar & Lounge | Bar · Casual dining | 7825 Reading Rd | open | |
| W & S Ribs & More | Restaurant (service type not stated) | American · Cajun, Creole, Southern · BBQ | 7384 Reading Rd | open |
| We Do BBQ | Restaurant (service type not stated) | BBQ | 7751 Reading Rd | open |
| Wingstop Wingstop | Quick service | Chicken / wings · American | 1836 Seymour Ave | open |
| Yakitori | Restaurant (service type not stated) | Japanese · Asian | 7505 Reading Rd | open |
| Yummi Xpress Jamaican Restaurant | Restaurant (service type not stated) | Caribbean | 7733 Reading Rd | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 45 | 38 | — | — | — | 7 | SIC1987 |
| 1995 | 36 | 31 | — | — | — | 5 | SIC1987 |
| 1996 | 33 | 26 | — | — | — | 7 | SIC1987 |
| 1997 | 33 | 27 | — | — | — | 6 | SIC1987 |
| 1998 | 31 | 23 | 9 | 13 | 1 | 6 | NAICS1997 |
| 1999 | 35 | 25 | 10 | 12 | 3 | 8 | NAICS1997 |
| 2000 | 34 | 25 | 9 | 13 | 3 | 7 | NAICS1997 |
| 2001 | 29 | 20 | 6 | 12 | 2 | 6 | NAICS1997 |
| 2002 | 27 | 20 | 5 | 14 | 1 | 6 | NAICS1997 |
| 2003 | 26 | 20 | 6 | 14 | — | 5 | NAICS2002 |
| 2004 | 29 | 21 | 5 | 16 | — | 5 | NAICS2002 |
| 2005 | 30 | 21 | 4 | 17 | — | 5 | NAICS2002 |
| 2006 | 32 | 24 | 4 | 19 | 1 | 5 | NAICS2002 |
| 2007 | 32 | 24 | 5 | 19 | — | 4 | NAICS2002 |
| 2008 | 25 | 19 | 4 | 15 | — | 4 | NAICS2007 |
| 2009 | 20 | 14 | 2 | 12 | — | 4 | NAICS2007 |
| 2010 | 21 | 14 | 2 | 12 | — | 5 | NAICS2007 |
| 2011 | 23 | 14 | 1 | 13 | — | 6 | NAICS2007 |
| 2012 | 22 | 14 | 2 | 12 | — | 5 | NAICS2012 |
| 2013 | 21 | 13 | 2 | 11 | — | 4 | NAICS2012 |
| 2014 | 21 | 15 | 3 | 12 | — | 3 | NAICS2012 |
| 2015 | 20 | 14 | 2 | 12 | — | 3 | NAICS2012 |
| 2016 | 21 | 15 | 4 | 11 | — | 3 | NAICS2012 |
| 2017 | 17 | 11 | 3 | 8 | — | — | NAICS2017 |
| 2018 | 18 | 11 | 3 | 8 | — | 3 | NAICS2017 |
| 2019 | 15 | 11 | 3 | 8 | — | — | NAICS2017 |
| 2020 | 14 | 10 | 3 | 7 | — | — | NAICS2017 |
| 2021 | 17 | 12 | 3 | 9 | — | — | NAICS2017 |
| 2022 | 18 | 12 | 3 | 9 | — | — | NAICS2022 |
| 2023 | 18 | 12 | 3 | 9 | — | — | NAICS2022 |